{"id":"W2921530468","doi":"10.32964/tj16.10.597","title":"Formation mechanisms of “ jellyroll” smelt in kraft recovery boilers","year":2017,"lang":"en","type":"article","venue":"TAPPI Journal","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Smelt; Boiler (water heating); Waste management; Environmental science; Engineering; Fishery; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001909135,0.0002843712,0.0002948486,0.0007232013,0.0003585556,0.000492405,0.0003160489,0.0004969884,0.001598931],"category_scores_gemma":[0.0002368549,0.0002938025,0.0004285815,0.0001741545,0.0006331505,0.0006534642,0.0003975332,0.000421405,0.000353841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752036,"about_ca_system_score_gemma":0.0001891383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964294,"about_ca_topic_score_gemma":0.001347532,"domain_scores_codex":[0.9998171,0.0000133123,0.00001036279,0.00005131888,0.00004951397,0.00005854376],"domain_scores_gemma":[0.999851,0.0000194655,0.00006265529,0.00001321344,0.00003042671,0.00002328014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003347766,0.00005303424,0.006733934,0.0002541193,0.00002756305,0.0006496055,0.0003957875,0.001714811,0.9848875,0.001119466,0.0001805433,0.003648894],"study_design_scores_gemma":[0.00004364481,0.0003389408,0.04413179,0.00002469589,0.00003230682,0.0009033218,0.0003620517,0.009942426,0.9404382,0.0007386642,0.003002563,0.00004140037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952094,0.001010694,0.002407627,0.00006847061,0.00001603919,0.00003124411,0.000088725,0.00006216473,0.001105636],"genre_scores_gemma":[0.9979383,0.0002840959,0.0006463618,0.00001501916,0.000004987421,0.000005759789,0.00006378671,0.000009030588,0.00103262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001964294,"threshold_uncertainty_score":0.005348921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084147995078485,"score_gpt":0.2136010857014892,"score_spread":0.2027596057507043,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}